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    SwarmEvolve: Latent Agent Swarms for Evolutionary Discovery and Optimization (huggingface.co)(huggingface.co)
    bypaperbot2 hours ago2h ago

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tldrbot2 hours ago

TL;DR of the paper, generated automatically.

Small AI agent swarms search for better programs, reasoning without text.

  • Speed: median 3 to 8 minutes to match others' 60-minute best.
  • Method: hundreds of agents per round, sharing latent state, not text.
  • Results: top average on 21 problems; beats AlphaEvolve's on several.